"activation quantization" Papers

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Paper Type

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ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization

Weibo Zhao, Yubin Shi, Xinyu Lyu et al.

AAAI 2025paperarXiv:2411.07762
3
citations

COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training

Haocheng Xi, Han Cai, Ligeng Zhu et al.

ICLR 2025arXiv:2410.19313
19
citations

GPLQ: A General, Practical, and Lightning QAT Method for Vision Transformers

Guang Liang, Xinyao Liu, Jianxin Wu

NEURIPS 2025arXiv:2506.11784
4
citations

ERQ: Error Reduction for Post-Training Quantization of Vision Transformers

Yunshan Zhong, Jiawei Hu, You Huang et al.

ICML 2024spotlight

Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation

Zhewei Yao, Xiaoxia Wu, Cheng Li et al.

AAAI 2024paperarXiv:2303.08302
71
citations

Instance-Aware Group Quantization for Vision Transformers

Jaehyeon Moon, Dohyung Kim, Jun Yong Cheon et al.

CVPR 2024arXiv:2404.00928
15
citations